Reinforcement Learning Based PID Control of Wind Energy Conversion Systems
Subject Areas : journal of Artificial Intelligence in Electrical Engineering
Mohammad Esmaeil
akbari
1
()
Noradin
Ghadimi
2
()
Keywords:
Abstract :
[1] K. Ogawa, N.Ymammura, M.Ishda, Study for Small
Size Wind Power Generating System Using
Switched Reluctance Generator, IEEE International
Conference on Industrial Technology, 2006, pp.
1510-1515,
[2] S. Manesis, Fuzzy Logic Control Development in
SCADA Software Frameworks, International
Review of Automatic Control,
[3] F. D. Bianchi, H. De Battista and R. J. Mantz,
“Wind Turbine Control Systems Principles,
Modeling and Gain Scheduling Design” Springer-
Verlag London Limited 2007.
[4] Miguel Angel Mayosky, Gustavo I.E.Cancelo
“Direct Adaptive Control of Wind Energy
Conversion Systems Using Gaussian Networks”
IEEE Trans on Neural Networks,Vol.10, pp.898-
906, July 1999
[5] M.Sedighizade, A.Rezazadeh “Adaptive PID
Control of Wind Energy Conversion Systems Using
RASP1 Mother Wavelet Basis Function Networks”
Proceedings of Academy of Science, Engineering
and Technology Vol.27, pp.269-273. February 2008
[6] M.Sedighizade “Nonlinear Model Identification and
Control of Wind Turbine Using Wavelets"
Proceedings of the 2005 IEEE Conference on
Control Applications Toronto, pp.1057-1062
Canada, 2005
[7] M. Kalantari, M. Sedighizadeh “Adaptive Self
Tuning Control of Wind Energy Conversion
Systems Using Morlet Mother Wavelet Basis
Functions Networks”12th Mediterranean IEEE
Conference on Control and Automation MED’04,
Kusadasi, Turkey, 2004.
[8] X. Zhang, D. XU and Y. LIU, “Predictive
Functional Control of a Doubly Fed Induction
Generator for Variable Speed Wind Turbines,” 5th
World Congress on Intelligent Control and
Automation, June 15- 19, Hangzhou. P.R. China,
2004.
[9] Damien Ernst,et al ”Power System Stability Control:
Reinforcement Learning Framework”IEEE
Transaction on Power System,Vol.19,No.1,February
2004
[10] R. Bellman, ”Dynamic Programming”.
Princeton, NJ: Princeton Univ. Press, 1957.
[11] P.Puleston”Control strategies for wind energy
conversion systems”Ph.D.dissertation,Univ.La Plata.
Argentina 1997
